LEADER 04958nam 22007215 450 001 9911046014603321 005 20251018130412.0 010 $a981-9531-41-1 024 7 $a10.1007/978-981-95-3141-7 035 $a(CKB)41696313900041 035 $a(MiAaPQ)EBC32373594 035 $a(Au-PeEL)EBL32373594 035 $a(DE-He213)978-981-95-3141-7 035 $a(OCoLC)1547911475 035 $a(EXLCZ)9941696313900041 100 $a20251018d2026 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aMultimedia Information Technology and Applications $e21st International Conference on Multimedia Information Technology and Applications, MITA 2025, Jeju, South Korea, July 21?24, 2025, Proceedings /$fedited by Byung-Gyu Kim, Hiroo Sekiya, Deokwoo Lee 205 $a1st ed. 2026. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2026. 215 $a1 online resource (315 pages) 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v2675 311 08$a981-9531-40-3 327 $aArtificial Intelligence for Multimedia -- Retinal Vessel Segmentation Using an AttentionEnhanced U-Net Architecture. -- A Weighted Ensemble Approach Integrating Large Language Models for Enhanced Agricultural Knowledge Retrieval. -- Improving Image Classification Efficiency with Knowledge Distillation and Channel Attention. -- Explainable Graph-Based Retrieval-Augmented Generation with Landmark-Centric Reasoning Paths. -- Knowledge Distillation-Based Lightweight Model for Solar Cell Defect Classification. -- Task-Evoked BOLD Contrast and Machine Learning for Schizophrenia Classification: A DMN-Focused and Whole-Brain Analysis. -- Edge-Aware Lightweight Network for Medical Image Segmentation. -- Evaluating the Impact of Backbone Networks and Input Resolution on Forearm Acupoint Localization. -- Pronoun Matters: A Benchmark for Diagnosing Gender Bias in Emotion Classification. -- Analyzing Hyperparameter Optimization Methods for Federated Learning Systems. -- Recognition of Radicals of Guqin Music Notation by YOLO. -- RMSF-ViT: Randomized Multi-Scale Fusion Vision Transformer. Multimedia System and Applications -- Enhancing Traceability and Interpretability of Datasets for RAG Evaluation: A Context-ID-Aware and GraphBased Visualization Approach. -- Intelligent Personality-aware AR Gait Training using Smart Glasses: Personalized Multimodal Feedback for Next-generation Digital Rehabilitation. -- A High-Fidelity Synthetic MetaAcuPoint Depth (MAP-d) Dataset for Acupoint Localization Using MetaHuman Avatars. -- Noise-induced distributed scheduling of message transmission of receiver-less nodes in APCMA. -- AI-based health monitoring system for old buildings. -- Phase-Specific Gait Characterization and Plantar Load Progression Analysis Using Smart Insoles. -- A Bilingual App for Campus Wayfinding and Local Cultural Immersion. 330 $aThis open access book constitutes the refereed proceedings of the 21st International Conference on Multimedia Information Technology and Applications, MITA 2025, Jeju, South Korea, during July 21?24, 2025. The 14 full papers and 5 short papers included in this book were carefully reviewed and selected from 94 submissions. They were organized in topical sections as follows: Artificial Intelligence for Multimedia. Multimedia System and Applications. . 410 0$aCommunications in Computer and Information Science,$x1865-0937 ;$v2675 606 $aMultimedia systems 606 $aImage processing$xDigital techniques 606 $aComputer vision 606 $aVirtual reality 606 $aAugmented reality 606 $aUser interfaces (Computer systems) 606 $aHuman-computer interaction 606 $aMultimedia Information Systems 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics 606 $aVirtual and Augmented Reality 606 $aUser Interfaces and Human Computer Interaction 615 0$aMultimedia systems. 615 0$aImage processing$xDigital techniques. 615 0$aComputer vision. 615 0$aVirtual reality. 615 0$aAugmented reality. 615 0$aUser interfaces (Computer systems) 615 0$aHuman-computer interaction. 615 14$aMultimedia Information Systems. 615 24$aComputer Imaging, Vision, Pattern Recognition and Graphics. 615 24$aVirtual and Augmented Reality. 615 24$aUser Interfaces and Human Computer Interaction. 676 $a006.7 700 $aKim$b Byung-Gyu$0761212 701 $aSekiya$b Hiroo$01864623 701 $aLee$b Deokwoo$01864624 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9911046014603321 996 $aMultimedia Information Technology and Applications$94471495 997 $aUNINA